{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "from sklearn.cluster import KMeans"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 导入数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "raw_data = pd.read_csv(\"data_clustering.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>age</th>\n",
       "      <th>sex</th>\n",
       "      <th>region</th>\n",
       "      <th>income</th>\n",
       "      <th>married</th>\n",
       "      <th>children</th>\n",
       "      <th>car</th>\n",
       "      <th>mortgage</th>\n",
       "      <th>pep</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>48</td>\n",
       "      <td>FEMALE</td>\n",
       "      <td>INNER_CITY</td>\n",
       "      <td>17546.0</td>\n",
       "      <td>NO</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>40</td>\n",
       "      <td>MALE</td>\n",
       "      <td>TOWN</td>\n",
       "      <td>30085.1</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>51</td>\n",
       "      <td>FEMALE</td>\n",
       "      <td>INNER_CITY</td>\n",
       "      <td>16575.4</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>23</td>\n",
       "      <td>FEMALE</td>\n",
       "      <td>TOWN</td>\n",
       "      <td>20375.4</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>57</td>\n",
       "      <td>FEMALE</td>\n",
       "      <td>RURAL</td>\n",
       "      <td>50576.3</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   age     sex      region   income married children  car mortgage  pep\n",
       "0   48  FEMALE  INNER_CITY  17546.0      NO      YES   NO       NO  YES\n",
       "1   40    MALE        TOWN  30085.1     YES      YES  YES      YES   NO\n",
       "2   51  FEMALE  INNER_CITY  16575.4     YES       NO  YES       NO   NO\n",
       "3   23  FEMALE        TOWN  20375.4     YES      YES   NO       NO   NO\n",
       "4   57  FEMALE       RURAL  50576.3     YES       NO   NO       NO   NO"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "raw_data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(300, 9)"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "raw_data.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 特征工程"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 将文本数据转为数值数据"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 将列['sex', 'region', 'married', 'children', 'car', 'mortgage', 'pep']转为数值型数据  \n",
    "- 比如，region有4种取值，则分别转为1/5  2/5  3/5  4/5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_processed = raw_data.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [],
   "source": [
    "for col_name in ['sex', 'region', 'married', 'children', 'car', 'mortgage', 'pep']:\n",
    "    val_cnt = len(data_processed[col_name].value_counts())  # col_name对应的列有多少种不同取值\n",
    "    col_list = data_processed[col_name].to_list()  # 将某一列转为list\n",
    "    values = list(set(data_processed[col_name].values))  # 对于sex列，values为['FEMALE', 'MALE']\n",
    "    # 遍历list，将文本转为0-1中的某个数字，这个数字根据val_cnt划分\n",
    "    # 比如val_cnt==3，则三个文本类别分别转为1/4  2/4  3/4\n",
    "    for i in range(len(col_list)):  \n",
    "        for j in range(val_cnt):\n",
    "            if col_list[i] == values[j]:\n",
    "                col_list[i] = (j + 1) / (val_cnt + 1)\n",
    "                break\n",
    "    col_df = pd.DataFrame(col_list)\n",
    "    data_processed = data_processed.drop([col_name], axis=1)\n",
    "    data_processed[col_name] = col_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>age</th>\n",
       "      <th>income</th>\n",
       "      <th>sex</th>\n",
       "      <th>region</th>\n",
       "      <th>married</th>\n",
       "      <th>children</th>\n",
       "      <th>car</th>\n",
       "      <th>mortgage</th>\n",
       "      <th>pep</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>48</td>\n",
       "      <td>17546.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>40</td>\n",
       "      <td>30085.1</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>51</td>\n",
       "      <td>16575.4</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>23</td>\n",
       "      <td>20375.4</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>57</td>\n",
       "      <td>50576.3</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   age   income       sex  region   married  children       car  mortgage  \\\n",
       "0   48  17546.0  0.666667     0.8  0.666667  0.333333  0.666667  0.666667   \n",
       "1   40  30085.1  0.333333     0.2  0.333333  0.333333  0.333333  0.333333   \n",
       "2   51  16575.4  0.666667     0.8  0.333333  0.666667  0.333333  0.666667   \n",
       "3   23  20375.4  0.666667     0.2  0.333333  0.333333  0.666667  0.666667   \n",
       "4   57  50576.3  0.666667     0.6  0.333333  0.666667  0.666667  0.666667   \n",
       "\n",
       "        pep  \n",
       "0  0.333333  \n",
       "1  0.666667  \n",
       "2  0.666667  \n",
       "3  0.666667  \n",
       "4  0.666667  "
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_processed.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 把income和age进行min-max归一化"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "$$\n",
    "X^* = \\frac{X - Min}{Max - Min}\n",
    "$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [],
   "source": [
    "# min-max\n",
    "def min_max_std(X1):\n",
    "    X_std = X1.copy()\n",
    "    for col_name in ['age', 'income']:\n",
    "        std_col = (X_std[col_name] - X_std[col_name].min()) / (X_std[col_name].max()-X_std[col_name].min())\n",
    "        X_std = X_std.drop([col_name], axis=1)\n",
    "        X_std[col_name] = std_col\n",
    "    return X_std"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_processed_2 = min_max_std(data_processed)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sex</th>\n",
       "      <th>region</th>\n",
       "      <th>married</th>\n",
       "      <th>children</th>\n",
       "      <th>car</th>\n",
       "      <th>mortgage</th>\n",
       "      <th>pep</th>\n",
       "      <th>age</th>\n",
       "      <th>income</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.612245</td>\n",
       "      <td>0.215634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.448980</td>\n",
       "      <td>0.431395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.673469</td>\n",
       "      <td>0.198933</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.102041</td>\n",
       "      <td>0.264320</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.795918</td>\n",
       "      <td>0.783987</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        sex  region   married  children       car  mortgage       pep  \\\n",
       "0  0.666667     0.8  0.666667  0.333333  0.666667  0.666667  0.333333   \n",
       "1  0.333333     0.2  0.333333  0.333333  0.333333  0.333333  0.666667   \n",
       "2  0.666667     0.8  0.333333  0.666667  0.333333  0.666667  0.666667   \n",
       "3  0.666667     0.2  0.333333  0.333333  0.666667  0.666667  0.666667   \n",
       "4  0.666667     0.6  0.333333  0.666667  0.666667  0.666667  0.666667   \n",
       "\n",
       "        age    income  \n",
       "0  0.612245  0.215634  \n",
       "1  0.448980  0.431395  \n",
       "2  0.673469  0.198933  \n",
       "3  0.102041  0.264320  \n",
       "4  0.795918  0.783987  "
      ]
     },
     "execution_count": 96,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_processed_2.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# K-Means聚类"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [],
   "source": [
    "k = 3  # 百度了征信等级，可分为三等九级，故k取3\n",
    "kmeans = KMeans(n_clusters=k, random_state=42, n_init=15)\n",
    "y_pred = kmeans.fit_predict(data_processed_2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [],
   "source": [
    "cluster = pd.DataFrame(y_pred)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>0</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   0\n",
       "0  2\n",
       "1  0\n",
       "2  2\n",
       "3  0\n",
       "4  1"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cluster.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_plot = data_processed_2.copy()\n",
    "data_plot['cluster'] = cluster"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pandas.plotting import parallel_coordinates\n",
    "import matplotlib.pyplot as plt\n",
    "plt.figure(figsize=(10,10))\n",
    "parallel_coordinates(data_plot,'cluster', color=('#556270', '#4ECDC4', '#C7F464'))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 利用parallel_coordinates对高维数据进行可视化，并根据聚类结果进行分类，结果如上\n",
    "- 原本的age、income是连续型数据，可以看到聚类区分得比较明显，但是其他离散数据区分得不是很明显，没有很好的想法"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
